Conducting a cross-sectional study involves selecting a representative sample from the target population and collecting data on various variables of interest. Data collection methods can include surveys, interviews, physical examinations, and review of medical records. Once the data is collected, statistical analysis is performed to identify relationships and draw conclusions.